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    Hello. We are looking for a Sr. Full Stack developer to manage our existing project for a long term. The candidate will check the existing code structure(Frontend and Backend) and update the bugs and add new features. Main tech stack: Backend - Python Frontend - React.JS Server - AWS DB - Postgresql The right candidate should have at least 5 years of experience in Python and React.JS. In the first phase, we should launch this project in 7 days, and once launch, we can go ahead maintainous mode for a long term. - Be responsible for adding new features and update bugs to our existing project - Have demonstrated experience in Python(Django) and React.JS framework - Be capable of understanding complex existing code and system architectures We need the reliable and responsive developer...

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    ...ensure that geolocation services are correctly integrated into the project. - The project also needs deployment on AWS. The most crucial aspect of the deployment is ensuring that it's done correctly. The project is already developed and available on Github at the developer has to make the project work and deploy it on AWS cloud. I will provide the Places API key. Has to solve any error that comes and deploy the project on AWS error free. The ideal candidate for this project would have: - Proficiency in Full Stack JavaScript development. - Previous experience working with the Google Maps API and the Places API. - Extensive expertise in AWS deployment, focusing on ensuring the deployment is done correctly. -Expertise with PostgresSQL. If you're co...

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    ...negotiation skills, understanding of digital marketing strategies, and a proven track record of achieving sales targets. My goal is to get clients from US,UK, Europe, Australia, Dubai, etc. Key Responsibilities: Lead Generation: Research and identify potential clients through various channels such as cold calling, networking events, online research, and referrals. Build and maintain a robust pipeline of qualified leads. Client Engagement: Initiate contact with potential clients and establish rapport through effective communication. Conduct thorough needs assessments to understand clients' business goals, pain points, and challenges. Solution Development: Collaborate with internal teams to develop customized digital marketing solutions tailored to clients' specific ...

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    I'm in need of an expert in Continuous Integration/Continuous Deployment who can establish a pipeline for my React Native application in Apple TestFlight. Here are the key aspects of the job: - Existing Systems: I already have a TestFlight account with Apple and my application's version control system is Git on GitHub. Experience with these is a must. - Testing: There's no immediate need to integrate tests into the CI/CD pipeline. The main focus should be on setting up the pipeline for automated deployments. - Skills: Extensive knowledge and hands-on experience in CI/CD, Apple TestFlight, React Native, and GitHub. You should understand workflows and how to troubleshoot and modify processes as required. This project requires a keen eye for detail, exce...

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    I'm looking for a full stack developer with expertise in rolling out B2B white-labeled solutions. Key Requirements: - Strong Experience with .Net, React, React Native, MongoDB, and AWS - Experience in developing white-labeled solutions - Understanding of User authentication and User management - Ability to provide features like Branch Management and Databases - Previous experience with small scale projects (10-50 users) Your role would be to help me create and implement a system that allows businesses to use my product under their brand. This would include setting up user authentication, managing user details, enabling branch management, and ensuring the system can scale up to 50 users without a hitch. Experience in developing similar solutions and strong knowledge in the sp...

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    It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository), and it will also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

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    It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository), and it will also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? No time limit

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    I'm seeking a skilled professional to install Odoo 17 Enterprise on my Amazon EC2 server....include key modules like Accounting and Purchase Management. - Third-Party Integrations: I am planning to integrate third-party plugins/modules. The installer should be comfortable with this feature of Odoo and have experience in integrating third-party tools. Ideal Skills and Experience: - Proven experience with Odoo: A good understanding and prior experience with Odoo 17 Enterprise installation. - AWS Proficiency: Expertise in deploying applications on Amazon EC2 is crucial. - Familiarity with Third-Party Integrations: Experience in integrating third-party plugins/modules into Odoo. - Attention to Detail: The installer should ensure the installation is clean and well documented for fu...

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    I'm in need of an AWS expert to set up EC2 instances and S3 storage for my project. Key Responsibilities: - Implement EC2 Instances: - Please note that I haven't specified the exact requirements for the instances, so your experience and expertise in setting up versatile EC2 instances will be highly valued. - Configure S3 Storage: - I'll be storing various types of data on S3 - Documents, Images, and Videos. Your task will be to set up the storage in a way that is efficient, secure, and easily scalable. Ideal skills: - Proficiency in AWS services, particularly EC2 and S3 - Experience in setting up EC2 Instances to meet varying requirements - Expertise in configuring S3 Storage for different data types - Understanding of security and scalability best pra...

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    ...lack of a specific task or main goal, your expertise, adaptiveness, and versatility will come in handy. Key responsibilities may likely include: - • Ideal candidates should have strong experience with Azure Databricks and Data factory. • Conducting data analysis - Data integration - Data processing - Possibly executing ETL processes - Maybe venturing into data modelling, optimization, and pipeline development. • Efficient communication and collaboration capabilities are needed for this remote role. • I look forward to working with an adaptable professional who can confidently handle diverse tasks in Azure data engineering. • Design, develop, and maintain data pipelines using Azure Data Factory to ingest, transform, and load data into data lakes. ...

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    I'm seeking a knowledgeable AWS cloud engineer to help with my project. Your expertise will be vital, as I need assistance with either setting up a new AWS environment or optimizing an existing one. Ideal Skills and Experience: - Proven experience with AWS services, particularly EC2, S3, and VPC - Familiarity with both setting up and optimizing cloud environments - Ability to analyze and recommend improvements for cloud infrastructures - Strong communication skills and the ability to explain technical concepts to a non-technical audience Please provide examples of your past AWS cloud engineering work in your bid. Thank you!

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    Current Need Bold Digital Vision is currently scaling one of its business applications. As a Full Stack Developer, you will be responsible for ...ideally full stack. • Proficient in Firebase for backend development. • Experienced in frontend development using React. • Comfortable with technologies including JavaScript, React, Git, AWS, • Proficient in using APIs. • Rigorous and motivated with good communication skills. • Ability to work both independently and as part of a team. • Enjoys sharing knowledge and learning from others. • Comfortable working with large volumes of data and parallel processing. Technology Stack: • Languages: JavaScript, HTML, CSS • Backend: Firebase, • Frontend: React • Versioning: Git • Dev...

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    I currently have my domain registered with GoDaddy, and my website is being hosted on EC2. I need assistance with the domain transfer process and setting up proper DNS configuration. Key Requireme...with the domain transfer process and setting up proper DNS configuration. Key Requirements: - Expertise in domain management and transfer processes from GoDaddy - Proficiency in configuring DNS settings, particularly for EC2 and potential new hosting providers - Experience with handling similar domain transfer and DNS configuration tasks Ideal Skills: - Domain management - DNS configuration - AWS EC2 - Knowledge of various hosting providers - Strong communication and problem-solving skills Please share your relevant experience with domain transfers and DNS configurations as part of...

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    I need a professional to assist with transferring my GoDaddy domain to my EC2 instance IP address to create a custom URL for my web application. Key Requirements: - Transfer the domain from GoDaddy to my AWS EC2 instance IP address - Assist with configuring DNS settings on GoDaddy to ensure seamless functionality Ideal Candidate: - Experienced in domain transfers and DNS configuration - Familiar with GoDaddy's interface and AWS EC2 instances - Proficient in SSL certificate implementation - Excellent communication skills to guide me through the process.

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    I have a Java application currently running on Java 8 that demands an urgent certificate update. The application connects with an AWS RDS instance using PostgreSQL and current requirements necessitate an upgrade to a new certificate. Upon successful import and upgrade of the new cert in the AWS environment, the change then needs to be effectively verified through a manual testing process. Skills & Experience required: • Profound understanding of and substantial experience in Java 8 • Experienced working with AWS RDS (specifically PostgreSQL) • Capable of certificate upgrade & import in AWS • Well-versed in manual testing procedures. Please, only submit a proposal if you can meet the aforementioned conditions.

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    ...with product teams to define and refine system architecture, ensuring seamless integration across AI and blockchain components. Requirements: Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field. Strong proficiency in machine learning, deep learning frameworks, and blockchain technologies. Extensive experience with server management and cloud platforms (AWS, Azure, Google Cloud). Proficiency in containerization and orchestration tools (Docker, Kubernetes), and infrastructure as code (Terraform, Ansible). Excellent coding skills in Python, C++, Solidity, or other relevant programming languages. Demonstrated capability in managing full lifecycle software development and system deployment. Excellent analytical, problem-solving s...

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    ...with product teams to define and refine system architecture, ensuring seamless integration across AI and blockchain components. Requirements: Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field. Strong proficiency in machine learning, deep learning frameworks, and blockchain technologies. Extensive experience with server management and cloud platforms (AWS, Azure, Google Cloud). Proficient in containerization and orchestration tools (Docker, Kubernetes), and infrastructure as code (Terraform, Ansible). Excellent coding skills in Python, C++, Solidity, or other relevant programming languages. Demonstrated capability in managing full lifecycle software development and system deployment. Excellent analytical, problem-solving sk...

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    We're looking to work with an experienced full-stack developer. Some requirements We're only looking for a single developer (NO AGENCIES) - Must be fluent in English - Must be available upon request - Must be flexible - Must be willing to work beyond regular working hours. - Must be able to make changes and updates fast (work with speed) - Must be able to communicate - F...experienced full-stack developer. Some requirements We're only looking for a single developer (NO AGENCIES) - Must be fluent in English - Must be available upon request - Must be flexible - Must be willing to work beyond regular working hours. - Must be able to make changes and updates fast (work with speed) - Must be able to communicate - Full-time dedication is necessary - Flutter, Laravel & A...

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    AWS Lambda .Net Expert 6 days left
    VERIFIED

    We have a monolith .Net core app which we want to move to AWS Lambda as microservices, piece by piece. Altough we do have good C# and .Net developer, we have almost zero AWS Lambda know-how. We are looking for an expert, with extensive experience in building complex .Net apps on AWS Lambda, to guide our developer. You won't be coding but will be serving as a consultant, advising us for topics like; project strucure, project settings, coding strategy, code structure, code review, best practices and recommendations, code testing. Please only apply if you are able to demonstrate extensive experience in the field. We will be asking to see your previous projects done in .Net and deployed on AWS Lambda. You should be able to provide walkthrough of at least 1 ...

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    As a React Developer, you’ll team up...others in various stacks at Nutshell. You can hone your skills alongside a frontend team that writes for both web and mobile in React + React Native, while you build the GraphQL and cloud infrastructure that powers our app. You’ll work with the data we store in MySQL and Solr on AWS. And with our continuous integration and rapid development stack, you’ll deploy tested, peer-reviewed code to production on your first day. Our technology stack includes: -PHP, Symfony, Nginx, MySQL, Solr, Gearman, and more, all running on AWS, managed with Ansible -React, React Native, Redux, and Webpack for web and mobile frontend tooling -Docker for local development -GitHub for code management and review -Continuous integration via Jenk...

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    We have custodial crypto wallet app and system on cloud environment. Please create design document for that. Language Java platform Heroku for app side and DB side on AWS

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    WordPress SSL Setup 6 days left
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    Clear this error on Wordpress site on AWS Lightsail with certbot installed. Use Ultraviewer or Anydesk so you have full permissions from my workstation. NET::ERR_CERT_COMMON_NAME_INVALID

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    I am seeking a DevOps and Java expert who can assist in streamlining my operation using cloud backend. - You will implement Infrastructure as Code (IaC) and Continuous Integration/Continuous Deployment (CI/CD) practices. - AWS, Microsoft Azure, and Google Cloud Platform (GCP) will be the preferred cloud platforms. Familiarity with these platforms is crucial for success. - This project's main goal is to optimize our operations. Hence, a track record of successfully streamlining operations is highly desirable. - Experience in cloud backends and Java is a must. In short, I will need someone with robust experience in DevOps, Java, and multiple cloud platforms for this project. An expert in optimizing operations through infrastructural enhancements would be an ideal match.

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    ...seeking a highly skilled full-stack developer proficient in React JS, Nest JS, CSS, HTML, and AWS. Key responsibilities: - Develop, implement and troubleshoot new features in a custom CRM platform - Utilize modern design principles to enhance visual appeal and usability - Handle full-stack development processes from conception to deployment Required Skills and Experience: - Solid experience in React and Nest JS development - AWS proficiency - Expertise in CSS and HTML - Proven understanding of CRM project management - Accustomed to modern design aesthetics Do not hesitate to bid if you have strong problem-solving capacities, a keen eye for modern design, and a comprehensive understanding of AWS. Your unique expertise in CRM platforms like Perfex CRM will be a...

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    It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository). It will be also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Experience How soon do you need your project completed? No time limit

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    I'm looking to set up a SaaS website with the Blocksy theme on WordPress. The key focus here is to ensure the website can function effectively as a CRM tool. Key Features: - I need the website to be fully functional as a SaaS application with CRM capabilities. - The CRM functionalities are essential to the core of this project and must include lead and contact management, sales pipeline tracking, and email marketing integration. - The Blocksy theme should be used to customize the website and its header and footer to ensure a unique, professional, and user-friendly design. - Please note, the core of this project is the CRM functionality, the website should integrate seamlessly with these features. Ideal skills and expertise: - WordPress development - Experience in implemen...

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    I'm in need of an experienced AWS Java Specialist who can provide ongoing support for my project. My work involves the use of Lambda functions, DynamoDB integration, S3 bucket management, and CDK Implementation. The ideal candidate has a wealth of experience in these areas and can confidently assist me in navigating through the technical aspects of this project. Key Responsibilities: - AWS Lambda functions creation and management - Integration of DynamoDB - S3 bucket handling - Implementing and assisting with CDK Skills & Experience: - Proficient in AWS Java technologies - Past successful experience in the roles above - Understanding of Amazon Builds - a unique aspect of this task - Good communication skills and a team player mindset Please detail your p...

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    Hello, We are seeking a skilled developer to construct a straightforward pipeline for processing data annotated with multiple categories, including cars, bikes, and number plates. Our project aims to leverage foundational models such as Grounding Dino, SAM, and various visual question answering models akin to GPT-4V (e.g., CogVLM, Qwen VLM). The goal is to enhance existing labels with additional attributes and generate new annotations based on the provided data. Your primary responsibility will be to update existing JSON files formatted in COCO using these foundational models. Detailed instructions regarding the types of modifications and any additional requirements will be provided. This project is initially short-term but has the potential to evolve into a long-term collaborati...

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    Web scraping + mobile app 6 days left
    VERIFIED

    We are looking for someone who has knowledge in web scraping and building mobile apps. Please do not apply if you don't have experience in both. As we are in the final stretch of our MVP (native iOS and Android mobile app), this individual will help us finish a critical feature in the app (i.e., web scraping) + other small features and help us launch in app stores. Please take a ...(hours/week) and hourly rate. We will select candidates based on the bids. The detailed SOW will then be shared with the selected candidate/s before finalizing timeline & budget. Acceptance criteria will be provided once we move forward with the selected candidates. Tech stack: Frontend: React Native, Expo, Typescript Backend: Python, Flask, Postgresql APIs: Google Map, Sengrid Others:...

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    RDS Cert upgrade AWS 6 days left
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    New cert should be downloaded and implemenentd in client application side first .

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    I need AWS Lambda function that handles Google signin JWT token and creates a new user in DynamoDB. For Endpoint creation - API Gateway For User auth - Google signin JWT token

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    I need Crypto market making bot which is generate Volume without any loss. I need python code means I can run on AWS cloud. I have one code if you do changes on that then that's also Okay for me.

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    I'm in need of a skilled developer who can help me with my entire software lifecycle. The project will involve implementing SonarQube analysis, setting up a Dastardly pipeline, running vulnerability tests with Snyk, and integrating Slack notifications for progress updates. Key Responsibilities: - Configure SonarQube analysis: You'll be responsible for setting up and configuring the SonarQube analysis tool to ensure that our code quality meets our standards. - Develop the Dastardly pipeline: Your role will involve creating a robust, automated pipeline to streamline our software development process. - Run Snyk vulnerability tests: You'll be expected to run Snyk vulnerability tests to identify and mitigate potential security risks in the codebase. - Integr...

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    I require an expert in both C# and AWS to build a AWS Lambda function using .Net Core. The function should create a simple message in the SQS queue. The deliverables should include: 1. AWS Lambda Function: The AWS Lambda function should be capable of both Asynchronous processing and Dead letter queue. It should be written in C#. 2. Serverless Template: A serverless template is required that will be used by our gitlab pipeline to create the queue on AWS account. This template should be comprehensive yet efficient. 3. Gitlab YAML: Lastly, a gitlab yaml will be needed to facilitate the Lambda's deployment. Ideal Experience: - Highly skilled in C# programming - Extensive experience using AWS services - Familiarity with serverless templat...

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    I'm experiencing problems with the functionality of a small few paged website, that has recently been migrated to a new server. The form used to use a 3rd party validation and it just needs removing to allow the form to post propertly. Code is stored in bitbucket - setup with a pipeline.

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    I'm in need of an experienced AWS developer who can guide me through the process of recreating my current EC2 instance. I have lost my SSH key file, which prevents me from updating my project's code. I am seeking someone who can create a new EC2 instance identical to the current one. Here are some detail regarding the project: - Task involves creating a new EC2 instance from scratch, identical to my current one. - You will not need to make any connections to any other AWS services since I did not answer this requirement previously. - Your role involves providing a solution to my SSH key file loss, which might call for EC2 instance recreation. The ideal candidate should have considerable experience working with Amazon Web Services, specifically in the field of EC2...

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    I'm in need of an AWS expert to set up EC2 instances and S3 storage for my project. Key Responsibilities: - Implement EC2 Instances: - Please note that I haven't specified the exact requirements for the instances, so your experience and expertise in setting up versatile EC2 instances will be highly valued. - Configure S3 Storage: - I'll be storing various types of data on S3 - Documents, Images, and Videos. Your task will be to set up the storage in a way that is efficient, secure, and easily scalable. Ideal skills: - Proficiency in AWS services, particularly EC2 and S3 - Experience in setting up EC2 Instances to meet varying requirements - Expertise in configuring S3 Storage for different data types - Understanding of security and scalability best pra...

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    I need to create an AWS Lambda function for user creation in DynamoDB. For Endpoint creation - API Gateway For User auth - JWT

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    I need an experienced AWS expert to deploy my NodeJS and MongoDB server to AWS Elastic Beanstalk. It's targeted towards web application development and API creation, therefore I require someone who is also proficient in these areas. Key responsibilities include: - Setting up and configuring NodeJS and MongoDB on AWS Elastic Beanstalk - Ensuring the server is stable and secure Ideal skills and experience: - Proficiency in AWS Elastic Beanstalk - Expertise in NodeJS and MongoDB - Experience with web application development and API creation - Ability to work under tight deadlines and deliver quality results - Strong problem-solving and communication skills. I'm looking for someone who can hit the ground running and deliver a reliable, scalable, a...

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    I'm looking for a React JS developer to deploy my code on AWS EC2 instance and set up a load balancer. Key Responsibilities: - Deploy my React JS code on an AWS EC2 instance. - Implement a load balancer to distribute incoming traffic across multiple servers to ensure scalability and high availability. Ideal Skills: - Proficient in React JS for code deployment. - Experienced in setting up and configuring AWS services, particularly EC2 instances. - Knowledgeable in implementing load balancers for improved performance and fault tolerance. Please note that the project is aimed at deploying and configuring the code on AWS, so prior experience in these areas is necessary for a successful deployment.

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    I'm in need of an AWS expert to help me expand and enhance my current AWS environment. Key Responsibilities: - Work with me to increase the number of EC2 instances from 6-10 - Assist in optimizing S3 storage and Lambda functions - Implement new features to enhance overall system functionality Ideal Candidate: - Extensive experience with AWS services - Proven track record in managing EC2 instances and S3 storage - Proficient in Lambda functions and new feature implementation - Ability to work collaboratively and communicate effectively This project is aimed at not only expanding the current AWS environment but also optimizing its performance and implementing new functionalities. If you think you have the right skills and experience for this job, I'd...

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    I'm looking for assistance in setting up Redis within an EKS environment. The primary use of Redis will be for caching and data storage, specifically storing session data. Key points: - Job involves setting up Redis in an EKS environment. - Redis is to be used for both caching and data storage. - The specific data to be cached is session data. Ideal Skills and Experience: - Proficiency with AWS EKS (Elastic Kubernetes Service) and Redis. - Experience in setting up Redis for both caching and data storage. - Understanding of session data storage strategies. - Knowledge of best practices for using Redis in cloud environments.

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    Arabic & English marketplace e-commerce ...data handling and security. API Integration: Connect the front-end and back-end using RESTful APIs or a GraphQL API. Testing: Implement unit, integration, and end-to-end tests throughout development to ensure code quality and prevent regressions. 4. Deployment and Maintenance: Deploy your website to a hosting platform (e.g., AWS, Google Cloud Platform) that provides reliability and scalability. Establish a continuous integration and continuous delivery (CI/CD) pipeline for automated testing and deployment. Implement monitoring tools to track website performance, identify and fix issues quickly. Whitepaper for Building from Scratch 1. Introduction: Briefly introduce the project and its goals. Highlight the target audience and t...

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    I Have An Nginx Server And I Have Hosted A Websocket On It. But I Need To Secure My Websocket. I Have Hosted My Domain On Cloudfare and AWS . when i connect my websocket wss:// the websocket is working in postman but not working in my javascript code. it shows CERT AUTHORITY INVALID I Need Only An Experienced Person To Solve This Issue

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    Hi, I'm in need of a new logo for our team. The team name is "PARIS". We're looking for a logo that will work well on a t-shirt - possibly taking on a circular shape. The logo should evoke a sense of both Paris and technology, so a fusion of these themes will be ideal. I'm open on style. Could be modern and minimalistic, vintage, etc. Should also include the words: Policy, AWS, Retail, Internet, Systems. While I don't have specific colors in mind, I'm open to suggestions. That said, if it is going to be on a shirt, a solid black logo will likely work best. If you're a logo designer who can capture the essence of Paris and technology in an innovative, minimalist design, I'd love to hear from you.

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    ...REST endpoint, into the ThisIsMe service suite. AWS Lambda Implementation: AWS Lambdas will be utilized to handle requests to the remote service and return responses to ThisIsMe clients. This means you'll be creating Lambda functions that will act as the intermediary between ThisIsMe and the remote service. Blueprint and Flow: You'll be provided with a blueprint that serves as the foundation for the AWS Lambda service. This blueprint will outline the structure and requirements for the Lambda functions. Additionally, there will be a specified flow that must be followed during the integration process, likely outlining how requests should be made to the remote service and how responses should be handled. Language Requirement: The AWS Lambda se...

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    ...interface for our network deployment project. Note: please note you dont have understand the networking terminalogy I have used, it is like some variables to you like XYZ Key Requirements: - Experience in full-stack development - (important) Some one who can build page which can take input (ex shema is given below) - Strong portfolio with a focus on past work in UI developments - Preferably using AWS Amplify , would like to here alternatives from Developer ) The ideal candidate will have a proven track record of successful UI projects and be able to demonstrate their ability to develop interfaces that are both intuitive and visually appealing. Please include your past work in your proposal. Data Modeling type USER @model @auth(rules: [{allow: public}]) { id: ID! Name: S...

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    ...a mission to streamline my business processes, I need a skilled Zoho CRM developer with a sharp eye for automation who can set up and optimize my sales initiatives. Primary responsibilities will include: - Setting up automation for sales in Zoho CRM, specifically focusing on email campaign operations including the creation of relevant triggers. - Building a blueprint to better manage sales pipeline tracking, lead management, and contact management within the CRM. Desired Skills: - Proficient in Zoho CRM and its specific functionalities. - Expertise in email campaign automation, ideally in Zoho. - Deep understanding of CRM lead scoring and routing. - Experience setting up triggers based on specific actions or events. - Strong knowledge of personalizing emails based on custom...

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    We currently have a pipeline in place utilizing Google Cloud Voice, but we aim to substitute it with a local solution. The replacement must offer minimal latency, support interruption, and have the ability to differentiate between speakers. This transition is essential for a product feature wherein the embodied AI exclusively responds to recognized or registered speakers. Additionally, we require interruption functionality so that the AI remains attentive, ready to pause and process incoming information whenever a registered user contributes relevant input to the conversation.

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